Rajan Alex

24 papers B 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2015 J jnl
Int. J. Inf. Technol. Decis. Mak.
Xingsen Li, Yingjie Tian, Florentin Smarandache, Rajan Alex
2015 conf
Complex Adaptive Systems
Shijun Tang, Rajan Alex
2014 conf
ITQM
Zhiwei Yu, Rajan Alex
2014 conf
ITQM
Min Yang, Rajan Alex
2012 J jnl
J. Comput. Sci. Coll.
Rajan Alex
2012 J jnl
Int. J. Artif. Intell. Tools
Zhihua Cui, Zhongzhi Shi, Rajan Alex
2010 J jnl
J. Comput. Sci. Coll.
Rajan Alex, H. Paul Haiduk
2009 J jnl
J. Comput. Sci. Coll.
Rajan Alex, H. Paul Haiduk
2009 J jnl
J. Comput. Sci. Coll.
H. Paul Haiduk, Rajan Alex
2009 J jnl
J. Comput. Sci. Coll.
H. Paul Haiduk, Rajan Alex
2009 conf
FECS
Rajan Alex, H. Paul Haiduk
2008 conf
CSC
Rajan Alex
2007 J jnl
Fuzzy Sets Syst.
Rajan Alex
2007 J jnl
Soft Comput.
Rajan Alex
2006 J jnl
Soft Comput.
Rajan Alex
2006 conf
CSC
Rajan Alex
2006 J jnl
Soft Comput.
Rajan Alex
2005 conf
CSC
D. Tran, Rajan Alex
2004 J jnl
Soft Comput.
Rajan Alex
2002 J jnl
J. Comput. Sci. Coll.
Pei-Zhuang Wang, Rajan Alex, Ralf Östermark, Alex Jiang
2001 J jnl
Fuzzy Sets Syst.
Pei-Zhuang Wang, Ralf Östermark, Rajan Alex, Shaohua Tan
2001 J jnl
Soft Comput.
Pei-Zhuang Wang, Ralf Östermark, Rajan Alex, Shaohua Tan
2001 J jnl
Fuzzy Sets Syst.
Pei-Zhuang Wang, Ralf Östermark, Rajan Alex, Shaohua Tan
1998 B conf
SMC
Rajan Alex, Pei-Zhuang Wang
redb/extractors/pe_extractors/pe_imports.py
← Index redb/extractors/pe_extractors/pe_imports.py python
import inspect
from typing import Any, List, Tuple
from datetime import datetime, timezone

from redb.extractors.enum import Tag
from redb.extractors.pe_extractor import PEExtractor
from redb.models.dataclasses import PEImport


class PEImportExtractor(PEExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        pe=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            pe,
        )
        self.elastic_index = self.index_prefix + "-pe_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def tag(self):
        return Tag.PE_IMPORT.value

    def _extract_imports(self):
        self.log.debug(inspect.currentframe().f_code.co_name)

        imports_symbols = []
        imports_lib = []
        imports_total = 0
        # pe_import = None
        try:
            directory_entry_import = getattr(self.pe, "DIRECTORY_ENTRY_IMPORT", [])
            imports_total = len(directory_entry_import)
            for entry in directory_entry_import:
                symbols = []
                tmp_import = {}
                libname = entry.dll.decode() if entry.dll else ""
                imports_lib.append(libname)
                # replace . with _ to avoid issues with elastic
                # entryname = entryname.replace(".", "_")
                for symbol in entry.imports:
                    if symbol.name:
                        symbols.append(symbol.name.decode())
                # imports_symbols[entryname] = symbols
                tmp_import[libname] = symbols
                imports_symbols.append(tmp_import)
            return PEImport(
                pe_imports_total=imports_total,
                pe_import_libraryName=imports_lib if imports_lib else None,
                pe_import_functions=imports_symbols if imports_symbols else None,
            )
        except Exception as e:
            self.log.error(f"Extract imports error {self.hash.sha256} Exception: {e}")
        return pe_import

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)
            return self._extract_imports()
        except Exception as e:
            self.log.error(f"Extract imports error {self.hash.sha256} Exception: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            imports = self.extract()
            if (
                imports is None
                or imports.pe_imports_total == 0
                or (
                    imports.pe_import_libraryName is None
                    and imports.pe_import_functions is None
                )
            ):
                return None

            # Flatten the data - one row per function import
            data = []
            current_time = datetime.now(timezone.utc)

            for lib_funcs in imports.pe_import_functions:
                for lib, funcs in lib_funcs.items():
                    for func in funcs:
                        data.append(
                            [
                                self.sha256,  # sha256
                                self.md5,  # md5
                                self.sha1,  # sha1
                                lib,  # library_name
                                func,  # function_name
                                current_time,  # analysis_date
                            ]
                        )

            column_names = [
                "sha256",
                "md5",
                "sha1",
                "library_name",
                "function_name",
                "analysis_date",
            ]

            column_type_names = [
                "FixedString(64)",
                "FixedString(32)",
                "FixedString(40)",
                "LowCardinality(Nullable(String))",
                "LowCardinality(Nullable(String))",
                "DateTime64(3, 'UTC')",
            ]

            if not data:
                return None

            return (data, column_names, column_type_names)

    def get_clickhouse_table(self) -> str:
        return "redb_pe_imports"